Walicki, D., Zawistowski, P., & Ryszkowska, J. (2025). "Exploring the microstructure–property relationship in polymer foams using advanced statistical methods, machine learning and deep learning: A review." Computational Materials Science. 256, 1-14.
Szczepankiewicz, K., Popowicz, A., Charkiewicz, K., Nałęcz-Charkiewicz, K., Szczepankiewicz, M., Lasota, S., Zawistowski, P., & Radlak, K. (2023). "Ground truth based comparison of saliency maps algorithms." Scientific Reports, Article 13.
Szczepankiewicz, M., Radlak, K., Szczepankiewicz, K., Popowicz, A., & Zawistowski, P. (2022). "Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects." W M. Trapp, E. Schoitsch, J. Guiochet, & F. Bitsch (Redaktorzy), Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops.
Twardowski, B., Zawistowski, P., & Zaborowski, S. (2021). "Metric Learning for Session-Based Recommendations." W D. Hiemstra, M.-F. Moens, J. Mothe, R. Perego, M. Potthast, & F. Sebastiani (Redaktorzy), Advances in Information Retrieval, 43rd European Conference on IR Research, ECIR 2021, Proceedings.
Jagodziński, D., Neumann, Ł., & Zawistowski, P. (2021). "Deep Neuroevolution: Training Neural Networks Using a Matrix-Free Evolution Strategy." W T. Mantoro, M. Lee, M. A. Ayu, K. W. Wong, & A. N. Hidayanto (Redaktorzy), Neural Information Processing, Part I.
Wawrzyński, P., Zawistowski, P., & Lepak, Ł. (2020). "Automatic hyperparameter tuning in on-line learning: Classic Momentum and ADAM." 2020 International Joint Conference on Neural Networks (IJCNN), 1–8.
Biedrzycki, R., Zawistowski, P., & Twardowski, B. (2019). "Deep Learning Optimization Tasks and Metaheuristic Methods." Fundamenta Informaticae, 168, Article 2–4.
Nowak, R. M., Neumann, Ł., Franus, W., Dąmbski, M., Smółkowski, A., & Zawistowski, P. (2019). "Machine learning models for predicting customer decision in motor claims settlements." W R. Romaniuk & M. G. Linczuk (Redaktorzy), Proceedings of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019.
Franus, W., Twardowski, B., Zawistowski, P., & Nowak, R. M. (2019). "Paraphrase generation and evaluation: a view from the trenches." W R. Romaniuk & M. G. Linczuk (Redaktorzy), Proceedings of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019.
Zawistowski, P. (2018). "Adversarial examples: A survey." 2018 Baltic URSI Symposium (URSI), CFP18N89-ART, 295–298.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA